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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "How can all these refugees …" 390 comments · Page 12 of 16
Trudeau and Jagmeet had a deal. What wad it? Since then this has become a huge problem. Don't expect the feds to fix this overnight. Stop immigration for 5-10yrs and hire a dept to verify …
Trudeau and Jagmeet had a deal. What wad it? Since then this has become a huge problem. Don't expect the feds to fix this overnight. Stop immigration for 5-10yrs and hire a dept to verify ALL student visa, biometrics, overstays, etc. Start a dept to do surprise visits to all work establishments for documentation of all employees. Stop giving money away to refugees unless 100% verified to be actual refugee. Don't bring your culture to another country if you left your country. When you leave you adapt to the countries way of life. Canada is not for you of you cannot respect Canadians way of life.. We don't want your cultures, we already have our own Canadian way of life.
Identity Attack0.047448806
Insult0.046764325
Profanity0.01893901
Threat0.007922632
Severe Toxicity0.0032234192
Low Tox 0.11202335 Constructive 0.63
Aug 25, 2025 Why Canadians Are Turning Against …
Let’s quit dancing around the subject. Legitimate, contributing, screened immigrants are welcome. Freeloading refugees are not. True refugees cannot afford to migrate to a country and claim asylum. If Canada can has room, we will …
Let’s quit dancing around the subject. Legitimate, contributing, screened immigrants are welcome. Freeloading refugees are not. True refugees cannot afford to migrate to a country and claim asylum. If Canada can has room, we will seek them out and bring them here.
Identity Attack0.07921951
Insult0.03070583
Profanity0.011902207
Threat0.00780612
Severe Toxicity0.0024795532
Low Tox 0.11192002 Moderate Con 0.486 Policy_Critique
Feb 23, 2026 3 likes 'We do know that there's …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for a while. Not that I don’t want to help these people but we just dont have the resources for now to accommodate them. ‘m shocked to hear that 817,000 people landed in Canada. Add three zeros to it because these people pay at least a $1000 as administrative fee to government IRCC. So that is $817,000,000 Canadian Dollars. Close to a Billion. What is government doing with this money? No Government, we Canadians dont want that money in our GDP. He has enough natural resources that can sustain ourself. Stop selling cheap oil to US. And back to people who come here as immigrants. You are in a different country to have a new life. There is no point in protecting here in Canada about the things happening in your home country. Have some common sense. It’s just an other news for media. When you do such things, Canadian resource are wasted like cops have to make sure the protest goes peacefully and many more. People who are not part of it are getting affected. And to all immigrants please please please, speak in english. I know that you all are comfortable speaking in your native language. Speak that at your private place. Not in public place or work place. That is basic manners. Dont speak out loud in phone in public places. It’s not manners. Funny that people are asking to change the classes taught in French😂 This proves that they are not students but in disguise, as students. Here in Canada, to loot Canada and weaken the country. If you want class in english in a french speaking province better move out of Quebec.
Identity Attack0.06795148
Insult0.03768798
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.00289917
Low Tox 0.11181668 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Let call it what it is. The government didn't increase immigration it increase refugee. There are so many people trying to come into the country with education and wealth who are denied. The government let …
Let call it what it is. The government didn't increase immigration it increase refugee. There are so many people trying to come into the country with education and wealth who are denied. The government let people with no education and no wealth into this country. We are doomed
Identity Attack0.037394293
Insult0.03588435
Profanity0.012038844
Threat0.006712203
Severe Toxicity0.0015354156
Low Tox 0.11171334 Moderate Con 0.372 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
A drop in the bucket compared to the money we tax payers have shelled out to house bogus Roxham roaders. These so called refugee lawyers, advocates, and NGOs have a vested interest in keeping a …
A drop in the bucket compared to the money we tax payers have shelled out to house bogus Roxham roaders. These so called refugee lawyers, advocates, and NGOs have a vested interest in keeping a steady stream of illegals coming through because that's how their bread is buttered but more importantly its a specific world view. But the media is all in on this worldview so its an echo chamber.
Identity Attack0.054763943
Insult0.04090862
Profanity0.014771583
Threat0.0069646453
Severe Toxicity0.002336502
Low Tox 0.11150667 Moderate Con 0.387
Dec 24, 2025 2 likes Deportations From Canada at Their …
But keep bringing more refugees! That should help the housing crisis and the economy 😂
But keep bringing more refugees! That should help the housing crisis and the economy 😂
Identity Attack0.05976611
Insult0.022899706
Profanity0.015967157
Threat0.008039144
Severe Toxicity0.0027656555
Low Tox 0.11140333 Low Con 0.274 Humor_Satire
Jan 19, 2026 1 likes Why Canada’s immigration system has …
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church …
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church Downtown, Barrie to assimilate. Now it feels totally different, more chaotic almost third world in parts. Honestly, I don’t blame immigrants, I blame the laws. They’re too soft, and people take advantage. Refugee protection, settlement aid, multiculturalism sounds welcoming on paper, but in practice, they’re dragging the country down.
Identity Attack0.06476828
Insult0.04207976
Profanity0.019212283
Threat0.006699257
Severe Toxicity0.002937317
Low Tox 0.11098998 Constructive 0.78
Aug 25, 2025 65 likes Why Canadians Are Turning Against …
They lowered the standards for refugee claimants and lowered our living standards
They lowered the standards for refugee claimants and lowered our living standards
Identity Attack0.06385879
Insult0.023995465
Profanity0.017231047
Threat0.008505191
Severe Toxicity0.002746582
Low Tox 0.11088664 Moderate Con 0.402 Policy_Critique
Feb 17, 2026 66 likes LILLEY UNLEASHED: The fall of …
These councils will NEVER be honest about the true cost of the Refugee Resettlement to the local tax payers. INCOME REDISTRIBUTION AND DIVERSITY DELUSION ALL IN ONE
These councils will NEVER be honest about the true cost of the Refugee Resettlement to the local tax payers. INCOME REDISTRIBUTION AND DIVERSITY DELUSION ALL IN ONE
Identity Attack0.01857083
Insult0.043250903
Profanity0.014771583
Threat0.006874025
Severe Toxicity0.0019359589
Low Tox 0.1104733 Moderate Con 0.405
Sep 21, 2019 1 likes How much do refugees and …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. But despite being invited under official immigration programs, these communities face systemic racism and unequal treatment. 📊 Employment Discrimination: • A 2021 Statistics Canada report found that racialized Canadians earned 20% less on average than their white counterparts, even when education and experience were controlled. • South Asian immigrants specifically face higher rates of credential discounting, where their foreign education and experience are undervalued. 📊 Hiring Bias: • A University of Toronto study revealed that applicants with “ethnic” names were 40% less likely to receive a callback compared to those with Anglo-sounding names, even with identical résumés. • Another survey showed that unemployment rates for racialized Canadians are consistently 1.5–2x higher than for white Canadians. 📊 Perceptions vs. Reality: • While white Europeans continue to integrate without much resistance, South Asians are often stereotyped as “taking over” neighborhoods. • Immigrants from India and Pakistan have one of the highest workforce participation rates in Canada, working in everything from Uber and trucking to tech and medicine—contributing directly to the economy. Meanwhile, many first-generation South Asian immigrants don’t qualify for the refugee-style supports that others receive. Instead, they work long hours, often in precarious jobs, just to cover bills. The frustration often mistaken as an “attitude problem” comes from facing daily systemic barriers—being seen as “less than” despite contributing equally, if not more, to society. The underlying issue is that the old colonial mindset persists: brown immigrants are not granted the same social standing as white Canadians. Equality on paper is not equality in practice.
Identity Attack0.10221587
Insult0.030816011
Profanity0.01982715
Threat0.008103873
Severe Toxicity0.0030708313
Low Tox 0.10870059 Constructive 0.699 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they calculated Somalia's average IQ of 62 by using figures from a study about malnourished ethiopian child refugees in Israel who arrived off the boats only 1 year earlier. That same study then performed interventions to help those ethiopian child refugees, at which point their average IQ then rose to match their Israeli peers, showing that this problem is indeed fixable. I wholeheartedly agree with this person's points about culture, but the particular source these myths about national IQ have come from is bogus.
Identity Attack0.07591068
Insult0.032248367
Profanity0.028640235
Threat0.010214032
Severe Toxicity0.0034713745
Low Tox 0.10826672 Constructive 0.797 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the minister in charge can terminate the file and can stop the legal process. Furthermore, there is no recourse, i.e. the decision is final and can not be appealed before court !!!!!!! C-12 is is a very serious attack on the Canadian juridical system and the legal process of refugees. This bill was tailored by a group of hatemongers, Zionist liberals to target Muslims !!!!!
Identity Attack0.021585498
Insult0.04032305
Profanity0.015864678
Threat0.00948907
Severe Toxicity0.002784729
Low Tox 0.10739898 Moderate Con 0.391
Dec 31, 2025 1 likes Deportations From Canada at Their …
❤simple fix: Refugees must apply for refugee status outside of Canada. Millions of bogus cases, too little is being done.
❤simple fix: Refugees must apply for refugee status outside of Canada. Millions of bogus cases, too little is being done.
Identity Attack0.057037655
Insult0.030926194
Profanity0.014327513
Threat0.0074565844
Severe Toxicity0.0021743774
Low Tox 0.10696511 Moderate Con 0.336 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
They dont want to stop the grabe train. I xant prove it but I got the incling that some are financially benefiting from the immigrants, asylum seekers, and refugees.
They dont want to stop the grabe train. I xant prove it but I got the incling that some are financially benefiting from the immigrants, asylum seekers, and refugees.
Identity Attack0.06613251
Insult0.025542418
Profanity0.016103793
Threat0.007145886
Severe Toxicity0.0021362305
Low Tox 0.10653123 Constructive 0.572
Jan 20, 2026 Why Canada’s immigration system has …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians living on streets as immigrants refugees get checks at tax payers expense and homeless get ignored as more seniors are living on streets.
Identity Attack0.0543092
Insult0.03335018
Profanity0.010433359
Threat0.006686311
Severe Toxicity0.0019931793
Low Tox 0.104795754 Constructive 0.742 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can go back home for visit at least 1 per year and I can not afford any?
Identity Attack0.038167715
Insult0.029934563
Profanity0.017572641
Threat0.006647474
Severe Toxicity0.002155304
Low Tox 0.103494145 Constructive 0.601 Economic_Argument
Feb 25, 2026 'We do know that there's …
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very …
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very selective in taking in Syrian refugees in 2015 and they were the only country in the Americas to not be impacted by The Venezuelan crisis. The govt brought this on themselves lol
Identity Attack0.053854458
Insult0.028612386
Profanity0.016889455
Threat0.007624879
Severe Toxicity0.0020885468
Low Tox 0.10175867 Moderate Con 0.438 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …
how is filing a fake refugee claim isn't criminal in and of itself? explain that to me why are ya'll always giving everyone the benefit of the doubt
how is filing a fake refugee claim isn't criminal in and of itself? explain that to me why are ya'll always giving everyone the benefit of the doubt
Identity Attack0.018068384
Insult0.034011267
Profanity0.01490822
Threat0.0070164283
Severe Toxicity0.0017166138
Low Tox 0.1013248 Moderate Con 0.332 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
Identity Attack0.052944973
Insult0.02193286
Profanity0.016957775
Threat0.006861079
Severe Toxicity0.0024414062
Low Tox 0.1013248 Moderate Con 0.394 Economic_Argument
Sep 10, 2025 How much do refugees and …
If you do not have coverage from your company you have to pay but refugees get free
If you do not have coverage from your company you have to pay but refugees get free
Identity Attack0.056582913
Insult0.019483518
Profanity0.016479544
Threat0.0076766624
Severe Toxicity0.0021839142
Low Tox 0.09568449 Moderate Con 0.346 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate to force.
Identity Attack0.055218685
Insult0.021288296
Profanity0.011082385
Threat0.0083886795
Severe Toxicity0.002117157
Low Tox 0.09481675 Constructive 0.67 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
...they come here on "vacation" and then claim to be a refugee or refuse to produce proper i.d. ,,, and end up in the better end of the system...
...they come here on "vacation" and then claim to be a refugee or refuse to produce proper i.d. ,,, and end up in the better end of the system...
Identity Attack0.04151922
Insult0.024640027
Profanity0.011406898
Threat0.008026198
Severe Toxicity0.0023269653
Low Tox 0.09481675 Low Con 0.276
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm from myanmar living in Bangladesh refugee camp please I need resettlement and sponsorship fast please don't forget about me
I'm from myanmar living in Bangladesh refugee camp please I need resettlement and sponsorship fast please don't forget about me
Identity Attack0.06294931
Insult0.019161236
Profanity0.020578653
Threat0.009877442
Severe Toxicity0.003967285
Low Tox 0.09481675 Constructive 0.612
May 21, 2024 How much do refugees and …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.